Differentiable Voxelization Links Surface and Volume Representations
ssh4net · x · 2026-08-19
This research addresses gradient computation for optimizing surface representations like meshes based on volumetric properties. The authors derive gradients for winding numbers and demonstrate efficient computation on voxel grids and triangle meshes. This enables gradient-based solutions for various optimization problems, with practical demonstrations included.
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